2009 cascade filter proposal - desy · high disk memory high space consumption of 7 tb : for one...
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2009 Cascade Filter Proposal
Eike Middell and Sebastian Panknin
DESY Zeuthenand Humboldt University of Berlin
2008-12-05 / Group Meeting
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 1 / 17
Outline
1 Filter Proposal Time at DesyDesign of the filterOrganisation at DesyFeature Extractor Settings
2 Cascade Filter 2009Filter IdeaOptimized Settings
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 2 / 17
The Pole Filter Script
JEBJoint Event Builder
Script Design at the PoleEvents may be interesting for many filters and some filters will usesimilar variables:
all modules run over all eventsa module may refuse a specific event (precondition not fulfilled)the filter modules tag the events, if they pass the filterevents without any tag are rejected
different filters can use same modules (in different ways)it is helpful to have the whole filter script
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 3 / 17
Requirements for a Proposal
TFT Board RequestAll filter proposal have to fulfill certain standards:
show data, MC agreement for IC40show cut variables for IC60decide between different settings and variablescalculate performance for IC60bandwidth estimation
same (retriggered) datasets for most groupssimilar script to calculate variablessome settings are the same (Feature Extractor)
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 4 / 17
Organisation
CooperationLet’s work together, because:
same data sets neededsame scripts can be usedeasier to compare results
The OFU people are also interested in a online filter study.
Eike Sebastian Robert F. and Anna F.
processing retriggering cut variables
study cascade filter FE threshold OFU
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 5 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Resource UsageBatch SystemAbout 500 CPUh were used forvariable calculation:
High Disk MemoryHigh space consumption of7 TB:
for one setting: about500 GB
datasets: about 100 GBoutput files:
I hdf files: 700 MBI root files: 2 GBI i3 files: 97 GB
very full i3 filesbetter save than sorry
Space will be given free starting next week.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 6 / 17
Used Datasets
DatasetsMinimal triggered IC80 simulation (V02-02-09):
dataset (IC40): 111310single muon corsika: 1516double muon corsika: 1511triple muon corsika: 1550νe MC: 1568νµ MC: 1560
each 100 up to 200 files available in Zeuthenretriggered to IC40 and IC60
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 7 / 17
What is the ADCThreshold
threshold is used for chargecalculationfor multi peak reconstructionthreshold of 1 corresponds to thehardware discriminator
old setting was 0.4new (proposed) setting is 1.0
A scratch of two pulses:the 0.25 PE pulse
defines the 1.0 FEthreshold.
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 8 / 17
Effect on Pulse Charge
Charge per Pulse:only for the 1.0 threshold clear peak at 1.
many pulses are split with lower threshold.Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 9 / 17
Effect on Nsth
number of pulses Nhit:very sensitive on settingtotal charge of event Qevent:quite robustnumber of channels Nchan:per definition (number of DOMlaunches) independentnumber of modules withpulses NOM:a small dependence onthresholds
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 10 / 17
Effect on Nsth
number of pulses Nhit:very sensitive on settingtotal charge of event Qevent:quite robustnumber of channels Nchan:per definition (number of DOMlaunches) independentnumber of modules withpulses NOM:a small dependence onthresholds
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 10 / 17
Effect on Nsth
number of pulses Nhit:very sensitive on settingtotal charge of event Qevent:quite robustnumber of channels Nchan:per definition (number of DOMlaunches) independentnumber of modules withpulses NOM:a small dependence onthresholds
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 10 / 17
Effect on Nsth
number of pulses Nhit:very sensitive on settingtotal charge of event Qevent:quite robustnumber of channels Nchan:per definition (number of DOMlaunches) independentnumber of modules withpulses NOM:a small dependence onthresholds
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 10 / 17
Cascade Filter 2009
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 11 / 17
Cascade Filter 2008: ToI EvalRatio > 0.12 and LineFit Velocity < 0.13 Sebastian's IC40 Test: 1204.3 Hz 17.7 Hz → BG passing: 1.5%, nue E2 passing: 70.3 %
Cascade Filter 2009: 16 (+ 3) additional strings adjust filter to keep rate at about 17 Hz (eventually include some track fit zenith)
Overview Cascade Fiter
New Settings FeatureExtractor
ADCThreshold 0.4 1.0 (influence on NHits)→ NewDiscThreshold: True
(use new routine to estimate discriminator threshold,data run has to be processed with False)
LineFit: use only FirstLeadingEdge
LineFit doesn't weight DOM with charge but with #pulses reduce influence of Nhits
ToI: Loose Nchannel > 8 to consider StringTrigger events?
Use coincified pulses in LineFit and ToI?
ADCThreshold
no impact on nchannel small impact on charge huge influence on #pulses 1.0 setting physically preferred (histogram of pulse
charges peaked at 1pe Sebastian's Wikipage)→
influence on final efficiency not totally understood
FilterVariables (2008 Filter Settings)
ToI Evalratio
Left: without DiscThreshold Right: with DiscThreshold
Linefit Vel.
Left: without DiscThreshold Right: with DiscThreshold
FilterVariables (2008 Filter Settings)
FilterVariables
Gulliver TrackFit Zenith
Left: without DiscThreshold Right: with DiscThreshold
Rates IC40
Last year: 1140.7 Hz Corsika: 1107 Hz Data: 1076 Hz
IC60 Corsika: 1611 Hz
Last year after filter: 17 Hz
2009 Goal: Suppress Background to 1 %
Reco Success percentages(IC60) (preliminary):
nue ToI: 78% Linefit 99 % Trackfit 78 %
Corsika: ToI: 45 % Linefit: 97 % Trackfit: 53 % (Nchan > 10)
2009 Filter Optimization
use max. LineFit velocity and min. ToI evalratio determine 1% contour line in corsika passing rate
plot on this search for maximum E→ 2 passing rate along
Nue E2 passing corsika passing
IC60 - Old ToI and LineFit Settings (+coincify, +NewDiscThreshold, ADCTh 1.0)
down to 1% background at 69% E2 signal is feasible with old settings
New ToI and LineFit Settings (+coincify, +NewDiscThreshold, ADCTh 1.0)
losen the nchannel cut in ToI more →StringTrigger events to achieve the →same BG supression only get 62.6% E2 signal
New ToI and LineFit Settings (+no coincify, +NewDiscThreshold, ADCTh 1.0)
Without coincify and with StringTrigger Events slightly better:63.8% E2 signal
Energy Efficiency
Energy Dependence of the Cut:low efficiency below 1 TeV
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 12 / 17
Resulting numbers
Optimal Cuts:This are the choosen cut values and the resultig efficiencies:
LineFit vel ToI evalIC40(old) 0.130 0.120IC60 0.086 0.046
Sample Efficiency [%]BG MC 1νe E−1 89νe E−2 69
Resource requirementsThe following properties were calculated:
bandwidth s = 6020 Mbd
filter rate f = 16.1 Hz
low calculation time (below 0.2 ms per event and module)
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 13 / 17
Summary
2009 Filter Proposals:I good collaborations with OFU peopleI high resource consumptionI Feature Extractor threshold of 1 physically preferred
Cascade FilterI LineFit and Tensor of Inertia as cut variablesI 1 % background (16 Hz, 6 Gb
d )I 69 % E−2-signal efficiency
OutlookI fast clean up of unused dataI answering open questions on request
Eike Middell and Sebastian Panknin (DESY and HU) 2009 Cascade Filter Proposal Group Meeting 14 / 17